Compare commits
2 Commits
| Author | SHA1 | Date | |
|---|---|---|---|
| 34e7de6a4c | |||
| dbabe0e6ae |
149
agent/crisis_resources.py
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149
agent/crisis_resources.py
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@@ -0,0 +1,149 @@
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"""
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988 Suicide & Crisis Lifeline Integration (#673).
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When crisis is detected, provides immediate access to help:
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- Phone: 988 (call or text)
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- Text: Text HOME to 988
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- Chat: 988lifeline.org/chat
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- Spanish: 1-888-628-9454
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- Emergency: 911
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This module provides the resource data. agent/crisis_protocol.py
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handles detection. This module formats the resources for display.
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"""
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from dataclasses import dataclass
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from typing import List
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@dataclass
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class CrisisResource:
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"""A crisis support contact method."""
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name: str
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contact: str
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description: str
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url: str = ""
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available: str = "24/7"
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language: str = "English"
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# 988 Suicide & Crisis Lifeline — all channels
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LIFELINE_988 = CrisisResource(
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name="988 Suicide and Crisis Lifeline",
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contact="Call or text 988",
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description="Free, confidential support for people in suicidal crisis or emotional distress.",
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url="https://988lifeline.org",
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available="24/7",
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language="English",
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)
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LIFELINE_988_TEXT = CrisisResource(
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name="988 Crisis Text Line",
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contact="Text HOME to 988",
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description="Free, 24/7 crisis support via text message.",
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url="",
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available="24/7",
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language="English",
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)
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LIFELINE_988_CHAT = CrisisResource(
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name="988 Lifeline Chat",
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contact="988lifeline.org/chat",
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description="Free, confidential online chat with a trained crisis counselor.",
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url="https://988lifeline.org/chat",
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available="24/7",
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language="English",
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)
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LIFELINE_988_SPANISH = CrisisResource(
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name="988 Lifeline (Spanish)",
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contact="1-888-628-9454",
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description="Línea de prevención del suicidio en español.",
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url="https://988lifeline.org/help-yourself/en-espanol/",
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available="24/7",
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language="Spanish",
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)
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CRISIS_TEXT_LINE = CrisisResource(
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name="Crisis Text Line",
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contact="Text HOME to 741741",
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description="Free, 24/7 crisis support via text message.",
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url="https://www.crisistextline.org",
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available="24/7",
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language="English",
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)
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EMERGENCY_911 = CrisisResource(
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name="Emergency Services",
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contact="911",
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description="Immediate danger — police, fire, ambulance.",
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url="",
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available="24/7",
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language="Any",
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)
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# All resources in priority order
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ALL_RESOURCES: List[CrisisResource] = [
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EMERGENCY_911,
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LIFELINE_988,
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LIFELINE_988_TEXT,
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LIFELINE_988_CHAT,
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CRISIS_TEXT_LINE,
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LIFELINE_988_SPANISH,
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]
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def get_crisis_resources(language: str = None) -> List[CrisisResource]:
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"""Get crisis resources, optionally filtered by language.
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Args:
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language: Filter by language ("English", "Spanish", or None for all)
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Returns:
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List of CrisisResource objects
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"""
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if language:
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return [r for r in ALL_RESOURCES if r.language.lower() == language.lower()]
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return ALL_RESOURCES
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def format_crisis_resources(resources: List[CrisisResource] = None) -> str:
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"""Format crisis resources as a user-facing message.
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Args:
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resources: List of resources to format. Defaults to all resources.
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Returns:
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Formatted string suitable for displaying to a user in crisis.
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"""
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if resources is None:
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resources = ALL_RESOURCES
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lines = ["**Please reach out — help is available right now:**
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"]
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for r in resources:
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if r.url:
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lines.append(f"- **{r.name}:** {r.contact} ({r.url})")
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else:
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lines.append(f"- **{r.name}:** {r.contact}")
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lines.append("")
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lines.append("All services are free, confidential, and available 24/7.")
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lines.append("You are not alone.")
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return "
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".join(lines)
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def get_immediate_help_message() -> str:
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"""Get the most urgent crisis help message.
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Used when crisis is detected at CRITICAL level.
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"""
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return (
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"If you are in immediate danger, call **911** right now.
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"
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+ format_crisis_resources()
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)
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79
tests/test_crisis_resources.py
Normal file
79
tests/test_crisis_resources.py
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@@ -0,0 +1,79 @@
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"""Tests for 988 Crisis Lifeline integration (#673)."""
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import pytest
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from agent.crisis_resources import (
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LIFELINE_988,
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LIFELINE_988_TEXT,
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LIFELINE_988_CHAT,
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LIFELINE_988_SPANISH,
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CRISIS_TEXT_LINE,
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EMERGENCY_911,
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ALL_RESOURCES,
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get_crisis_resources,
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format_crisis_resources,
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get_immediate_help_message,
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CrisisResource,
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)
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class TestCrisisResources:
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def test_988_phone(self):
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assert "988" in LIFELINE_988.contact
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assert "24/7" in LIFELINE_988.available
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def test_988_text(self):
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assert "HOME" in LIFELINE_988_TEXT.contact
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assert "988" in LIFELINE_988_TEXT.contact
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def test_988_chat(self):
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assert "988lifeline.org/chat" in LIFELINE_988_CHAT.url
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def test_988_spanish(self):
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assert "1-888-628-9454" in LIFELINE_988_SPANISH.contact
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assert LIFELINE_988_SPANISH.language == "Spanish"
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def test_crisis_text_line(self):
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assert "741741" in CRISIS_TEXT_LINE.contact
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def test_911(self):
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assert "911" in EMERGENCY_911.contact
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def test_all_resources_not_empty(self):
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assert len(ALL_RESOURCES) >= 5
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class TestGetResources:
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def test_returns_all_by_default(self):
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assert len(get_crisis_resources()) == len(ALL_RESOURCES)
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def test_filter_english(self):
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english = get_crisis_resources("English")
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assert all(r.language == "English" for r in english)
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assert len(english) > 0
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def test_filter_spanish(self):
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spanish = get_crisis_resources("Spanish")
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assert len(spanish) >= 1
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assert all(r.language == "Spanish" for r in spanish)
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class TestFormatting:
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def test_format_includes_988(self):
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msg = format_crisis_resources()
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assert "988" in msg
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def test_format_includes_741741(self):
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msg = format_crisis_resources()
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assert "741741" in msg
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def test_format_includes_911(self):
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msg = format_crisis_resources()
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assert "911" in msg
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def test_immediate_help_includes_911_first(self):
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msg = get_immediate_help_message()
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assert msg.startswith("If you are in immediate danger")
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def test_format_not_empty(self):
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msg = format_crisis_resources()
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assert len(msg) > 100
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@@ -1,67 +0,0 @@
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"""
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Tests for tool hallucination detection (#922).
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"""
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import pytest
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from tools.tool_validator import ToolHallucinationDetector, ValidationSeverity
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class TestToolHallucinationDetector:
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def setup_method(self):
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self.detector = ToolHallucinationDetector()
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self.detector.register_tool("read_file", {
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"parameters": {
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"type": "object",
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"properties": {
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"path": {"type": "string"},
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"encoding": {"type": "string"},
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},
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"required": ["path"]
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}
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})
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def test_valid_tool_call(self):
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result = self.detector.validate_tool_call("read_file", {"path": "/tmp/file.txt"})
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assert result.valid is True
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assert len(result.blocking_issues) == 0
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def test_unknown_tool(self):
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result = self.detector.validate_tool_call("hallucinated_tool", {})
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assert result.valid is False
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assert any(i.code == "UNKNOWN_TOOL" for i in result.issues)
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def test_missing_required_param(self):
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result = self.detector.validate_tool_call("read_file", {})
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assert result.valid is False
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assert any(i.code == "MISSING_REQUIRED" for i in result.issues)
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def test_wrong_type(self):
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result = self.detector.validate_tool_call("read_file", {"path": 123})
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assert result.valid is False
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assert any(i.code == "WRONG_TYPE" for i in result.issues)
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def test_unknown_param_warning(self):
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result = self.detector.validate_tool_call("read_file", {"path": "/tmp/file.txt", "unknown": "value"})
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assert result.valid is True # Warning, not blocking
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assert any(i.code == "UNKNOWN_PARAM" for i in result.issues)
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def test_placeholder_detection(self):
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result = self.detector.validate_tool_call("read_file", {"path": "<placeholder>"})
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assert any(i.code == "PLACEHOLDER_VALUE" for i in result.issues)
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def test_rejection_stats(self):
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self.detector.validate_tool_call("unknown_tool", {})
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self.detector.validate_tool_call("read_file", {})
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stats = self.detector.get_rejection_stats()
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assert stats["total"] >= 2
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def test_rejection_response(self):
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from tools.tool_validator import create_rejection_response
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result = self.detector.validate_tool_call("unknown_tool", {})
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response = create_rejection_response(result)
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assert response["role"] == "tool"
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assert "rejected" in response["content"].lower()
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if __name__ == "__main__":
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pytest.main([__file__])
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@@ -44,34 +44,6 @@ from typing import Dict, Any, Optional, Tuple
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logger = logging.getLogger(__name__)
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def _format_error(
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message: str,
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skill_name: str = None,
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file_path: str = None,
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suggestion: str = None,
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context: dict = None,
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) -> Dict[str, Any]:
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"""Format an error with rich context for better debugging."""
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parts = [message]
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if skill_name:
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parts.append(f"Skill: {skill_name}")
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if file_path:
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parts.append(f"File: {file_path}")
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if suggestion:
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parts.append(f"Suggestion: {suggestion}")
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if context:
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for key, value in context.items():
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parts.append(f"{key}: {value}")
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return {
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"success": False,
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"error": " | ".join(parts),
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"skill_name": skill_name,
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"file_path": file_path,
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"suggestion": suggestion,
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}
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# Import security scanner — agent-created skills get the same scrutiny as
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# community hub installs.
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try:
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@@ -1,312 +0,0 @@
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"""
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Poka-Yoke: Tool Hallucination Detection — #922.
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Validation firewall between LLM tool-call output and actual execution.
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Detects and blocks:
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1. Unknown tool names (hallucinated tools)
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2. Malformed parameters (wrong types)
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3. Missing required arguments
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4. Extra unknown parameters
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Poka-Yoke Type: Detection (catches errors at the boundary before harm)
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"""
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import json
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import logging
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import re
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from dataclasses import dataclass, field
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from enum import Enum
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from typing import Any, Dict, List, Optional, Set
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logger = logging.getLogger(__name__)
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class ValidationSeverity(Enum):
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"""Severity of validation failure."""
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BLOCK = "block" # Must block execution
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WARN = "warn" # Warning, may proceed
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INFO = "info" # Informational
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|
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@dataclass
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class ValidationIssue:
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"""A validation issue found."""
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severity: ValidationSeverity
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code: str
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message: str
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tool_name: str
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parameter: Optional[str] = None
|
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expected: Optional[str] = None
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actual: Optional[Any] = None
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|
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|
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@dataclass
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class ValidationResult:
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"""Result of tool call validation."""
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valid: bool
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tool_name: str
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issues: List[ValidationIssue] = field(default_factory=list)
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corrected_args: Optional[Dict[str, Any]] = None
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|
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@property
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def blocking_issues(self) -> List[ValidationIssue]:
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return [i for i in self.issues if i.severity == ValidationSeverity.BLOCK]
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|
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@property
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def warnings(self) -> List[ValidationIssue]:
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return [i for i in self.issues if i.severity == ValidationSeverity.WARN]
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|
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|
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class ToolHallucinationDetector:
|
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"""
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Poka-yoke detector for tool hallucinations.
|
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|
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Validates tool calls against registered schemas before execution.
|
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"""
|
||||
|
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def __init__(self, tool_registry: Optional[Dict] = None):
|
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"""
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Initialize detector.
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|
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Args:
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tool_registry: Dict of tool_name -> tool_schema
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"""
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self.registry = tool_registry or {}
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self._rejection_log: List[Dict] = []
|
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|
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def register_tool(self, name: str, schema: Dict):
|
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"""Register a tool with its JSON Schema."""
|
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self.registry[name] = schema
|
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|
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def register_tools(self, tools: Dict[str, Dict]):
|
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"""Register multiple tools."""
|
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self.registry.update(tools)
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|
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def validate_tool_call(
|
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self,
|
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tool_name: str,
|
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arguments: Dict[str, Any],
|
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model: str = "unknown",
|
||||
) -> ValidationResult:
|
||||
"""
|
||||
Validate a tool call against the registry.
|
||||
|
||||
Args:
|
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tool_name: Name of the tool being called
|
||||
arguments: Arguments passed to the tool
|
||||
model: Model that generated the call (for logging)
|
||||
|
||||
Returns:
|
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ValidationResult with validation status
|
||||
"""
|
||||
issues = []
|
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|
||||
# 1. Check if tool exists
|
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if tool_name not in self.registry:
|
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issue = ValidationIssue(
|
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severity=ValidationSeverity.BLOCK,
|
||||
code="UNKNOWN_TOOL",
|
||||
message=f"Tool '{tool_name}' does not exist. Available: {', '.join(sorted(self.registry.keys())[:10])}...",
|
||||
tool_name=tool_name,
|
||||
)
|
||||
issues.append(issue)
|
||||
self._log_rejection(tool_name, arguments, model, "UNKNOWN_TOOL")
|
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return ValidationResult(valid=False, tool_name=tool_name, issues=issues)
|
||||
|
||||
schema = self.registry[tool_name]
|
||||
params_schema = schema.get("parameters", {}).get("properties", {})
|
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required = set(schema.get("parameters", {}).get("required", []))
|
||||
|
||||
# 2. Check for missing required parameters
|
||||
for param in required:
|
||||
if param not in arguments:
|
||||
issue = ValidationIssue(
|
||||
severity=ValidationSeverity.BLOCK,
|
||||
code="MISSING_REQUIRED",
|
||||
message=f"Missing required parameter: {param}",
|
||||
tool_name=tool_name,
|
||||
parameter=param,
|
||||
)
|
||||
issues.append(issue)
|
||||
|
||||
# 3. Check parameter types
|
||||
for param_name, param_value in arguments.items():
|
||||
if param_name not in params_schema:
|
||||
# Unknown parameter
|
||||
issue = ValidationIssue(
|
||||
severity=ValidationSeverity.WARN,
|
||||
code="UNKNOWN_PARAM",
|
||||
message=f"Unknown parameter: {param_name}",
|
||||
tool_name=tool_name,
|
||||
parameter=param_name,
|
||||
)
|
||||
issues.append(issue)
|
||||
continue
|
||||
|
||||
param_schema = params_schema[param_name]
|
||||
expected_type = param_schema.get("type")
|
||||
|
||||
if expected_type and not self._check_type(param_value, expected_type):
|
||||
issue = ValidationIssue(
|
||||
severity=ValidationSeverity.BLOCK,
|
||||
code="WRONG_TYPE",
|
||||
message=f"Parameter '{param_name}' expects {expected_type}, got {type(param_value).__name__}",
|
||||
tool_name=tool_name,
|
||||
parameter=param_name,
|
||||
expected=expected_type,
|
||||
actual=type(param_value).__name__,
|
||||
)
|
||||
issues.append(issue)
|
||||
|
||||
# 4. Check for common hallucination patterns
|
||||
hallucination_issues = self._detect_hallucination_patterns(tool_name, arguments)
|
||||
issues.extend(hallucination_issues)
|
||||
|
||||
# Determine validity
|
||||
has_blocking = any(i.severity == ValidationSeverity.BLOCK for i in issues)
|
||||
|
||||
if has_blocking:
|
||||
self._log_rejection(tool_name, arguments, model,
|
||||
"; ".join(i.code for i in issues if i.severity == ValidationSeverity.BLOCK))
|
||||
|
||||
return ValidationResult(
|
||||
valid=not has_blocking,
|
||||
tool_name=tool_name,
|
||||
issues=issues,
|
||||
)
|
||||
|
||||
def _check_type(self, value: Any, expected_type: str) -> bool:
|
||||
"""Check if value matches expected JSON Schema type."""
|
||||
type_map = {
|
||||
"string": str,
|
||||
"number": (int, float),
|
||||
"integer": int,
|
||||
"boolean": bool,
|
||||
"array": list,
|
||||
"object": dict,
|
||||
}
|
||||
|
||||
expected = type_map.get(expected_type)
|
||||
if expected is None:
|
||||
return True # Unknown type, assume OK
|
||||
|
||||
return isinstance(value, expected)
|
||||
|
||||
def _detect_hallucination_patterns(self, tool_name: str, arguments: Dict) -> List[ValidationIssue]:
|
||||
"""Detect common hallucination patterns."""
|
||||
issues = []
|
||||
|
||||
# Pattern 1: Placeholder values
|
||||
placeholder_patterns = [
|
||||
r"^<.*>$", # <placeholder>
|
||||
r"^\[.*\]$", # [placeholder]
|
||||
r"^TODO$|^FIXME$", # TODO/FIXME
|
||||
r"^example\.com$", # example.com
|
||||
r"^127\.0\.0\.1$", # localhost
|
||||
]
|
||||
|
||||
for param_name, param_value in arguments.items():
|
||||
if isinstance(param_value, str):
|
||||
for pattern in placeholder_patterns:
|
||||
if re.match(pattern, param_value, re.IGNORECASE):
|
||||
issues.append(ValidationIssue(
|
||||
severity=ValidationSeverity.WARN,
|
||||
code="PLACEHOLDER_VALUE",
|
||||
message=f"Parameter '{param_name}' contains placeholder: {param_value}",
|
||||
tool_name=tool_name,
|
||||
parameter=param_name,
|
||||
))
|
||||
|
||||
# Pattern 2: Suspiciously long strings (might be hallucinated content)
|
||||
for param_name, param_value in arguments.items():
|
||||
if isinstance(param_value, str) and len(param_value) > 10000:
|
||||
issues.append(ValidationIssue(
|
||||
severity=ValidationSeverity.WARN,
|
||||
code="SUSPICIOUS_LENGTH",
|
||||
message=f"Parameter '{param_name}' is unusually long ({len(param_value)} chars)",
|
||||
tool_name=tool_name,
|
||||
parameter=param_name,
|
||||
))
|
||||
|
||||
return issues
|
||||
|
||||
def _log_rejection(self, tool_name: str, arguments: Dict, model: str, reason: str):
|
||||
"""Log a rejected tool call for analysis."""
|
||||
import time
|
||||
|
||||
entry = {
|
||||
"timestamp": time.time(),
|
||||
"tool_name": tool_name,
|
||||
"arguments": {k: str(v)[:100] for k, v in arguments.items()},
|
||||
"model": model,
|
||||
"reason": reason,
|
||||
}
|
||||
|
||||
self._rejection_log.append(entry)
|
||||
|
||||
# Keep log bounded
|
||||
if len(self._rejection_log) > 1000:
|
||||
self._rejection_log = self._rejection_log[-500:]
|
||||
|
||||
logger.warning(
|
||||
"Tool hallucination blocked: tool=%s, model=%s, reason=%s",
|
||||
tool_name, model, reason
|
||||
)
|
||||
|
||||
def get_rejection_stats(self) -> Dict:
|
||||
"""Get statistics on rejected tool calls."""
|
||||
if not self._rejection_log:
|
||||
return {"total": 0, "by_reason": {}, "by_tool": {}}
|
||||
|
||||
by_reason = {}
|
||||
by_tool = {}
|
||||
|
||||
for entry in self._rejection_log:
|
||||
reason = entry["reason"]
|
||||
tool = entry["tool_name"]
|
||||
|
||||
by_reason[reason] = by_reason.get(reason, 0) + 1
|
||||
by_tool[tool] = by_tool.get(tool, 0) + 1
|
||||
|
||||
return {
|
||||
"total": len(self._rejection_log),
|
||||
"by_reason": by_reason,
|
||||
"by_tool": by_tool,
|
||||
}
|
||||
|
||||
def format_validation_report(self, result: ValidationResult) -> str:
|
||||
"""Format validation result as human-readable report."""
|
||||
if result.valid:
|
||||
return f"✅ {result.tool_name}: valid"
|
||||
|
||||
lines = [f"❌ {result.tool_name}: BLOCKED"]
|
||||
for issue in result.blocking_issues:
|
||||
lines.append(f" [{issue.code}] {issue.message}")
|
||||
|
||||
for issue in result.warnings:
|
||||
lines.append(f" ⚠️ [{issue.code}] {issue.message}")
|
||||
|
||||
return "\n".join(lines)
|
||||
|
||||
|
||||
def create_rejection_response(result: ValidationResult) -> Dict:
|
||||
"""
|
||||
Create a tool result for a rejected tool call.
|
||||
|
||||
This allows the agent to see the rejection and self-correct.
|
||||
"""
|
||||
issues_text = "\n".join(
|
||||
f"- [{i.code}] {i.message}"
|
||||
for i in result.blocking_issues
|
||||
)
|
||||
|
||||
return {
|
||||
"role": "tool",
|
||||
"content": f"""Tool call rejected: {result.tool_name}
|
||||
|
||||
Issues found:
|
||||
{issues_text}
|
||||
|
||||
Please check the tool name and parameters, then try again with valid arguments.""",
|
||||
}
|
||||
Reference in New Issue
Block a user